Week-4.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# **Week 4**\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## A quiz\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "When did India gain its independence\n",
      "Correct\n"
     ]
    }
   ],
   "source": [
    "print(\"When did India gain its independence\")\n",
    "year = int(input())\n",
    "if year == 1947:\n",
    "    print(\"Correct\")\n",
    "else:\n",
    "    print(\"You fool !!\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### While loop\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "When did India gain its independence ?\n",
      "Incorrect  \tu😕\n",
      "When did India gain its independence ?\n",
      "Incorrect  \tu😕\n",
      "When did India gain its independence ?\n",
      "Correct\n"
     ]
    }
   ],
   "source": [
    "print(\"When did India gain its independence ?\")\n",
    "year = int(input())\n",
    "while year != 1947:\n",
    "    print(\"Incorrect \\U0001F615\")\n",
    "    print(\"When did India gain its independence ?\")\n",
    "    year = int(input())\n",
    "print(\"Correct\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Factorial\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Enter a number\n",
      "Factorial of -99 is Not defined\n"
     ]
    }
   ],
   "source": [
    "print(\"Enter a number\")\n",
    "number = int(input())\n",
    "factorial = 1\n",
    "print(f\"Factorial of {number} is \", end=\"\")\n",
    "if number < 0:\n",
    "    print(\"Not defined\")\n",
    "else:\n",
    "    while number != 0:\n",
    "        factorial = factorial * number\n",
    "        number = number - 1\n",
    "    print(factorial)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Number of digits\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Enter a number\n",
      "3\n"
     ]
    }
   ],
   "source": [
    "print(\"Enter a number\")\n",
    "number = str(int(input()))  ## just in case if the user enters a floting point number\n",
    "digit = 0\n",
    "if number != 0:\n",
    "    digit = len(number)\n",
    "print(digit)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2\n"
     ]
    }
   ],
   "source": [
    "# Let's do it with a while loop\n",
    "number = abs(int(input(\"Enter a number\")))\n",
    "digits = 1\n",
    "while number > 9:\n",
    "    number = number // 10\n",
    "    digits = digits + 1\n",
    "print(digits)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### List\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[6, 3, 3, 6, 4, 1, 3, 4, 3, 4, 1, 5, 2, 1, 3, 5, 3, 1, 2, 6, 3, 5, 3, 6, 5, 4, 3, 4, 2, 3, 4, 4, 5, 6, 6, 5, 5, 4, 5, 3, 3, 6, 6, 3, 1, 2, 4, 3, 5, 1, 2, 1, 3, 2, 1, 4, 5, 2, 4, 5, 6, 1, 6, 6, 2, 6, 1, 4, 4, 3, 3, 6, 4, 6, 4, 6, 1, 1, 3, 3, 3, 3, 1, 5, 5, 6, 1, 6, 5, 4, 4, 1, 6, 5, 3, 6, 5, 2, 3, 6]\n",
      "100\n"
     ]
    }
   ],
   "source": [
    "import random\n",
    "\n",
    "l = []\n",
    "for i in range(100):  # 100 numbers will be selected\n",
    "    l.append(random.randint(0,100000))  # from 0,100000 and will be appended to l\n",
    "print(l)\n",
    "print(len(l))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Number not found\n"
     ]
    }
   ],
   "source": [
    "# Linear search in a list\n",
    "l = [1, 44, 2, 55, 66, 88, 26, 126, 11, 63, 6161, 11]\n",
    "flag = 0\n",
    "number = int(input(\"Enter a number to be searched \"))\n",
    "for num in range(len(l)):\n",
    "    if number == l[num]:\n",
    "        print(f\"{number} found at position {num}\")\n",
    "        flag = 1\n",
    "        break\n",
    "if flag == 0:\n",
    "    print(\"Number not found\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 96,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[]\n",
      "[0, 0, 1, 4, 11, 16, 44, 46, 46, 61, 61, 61, 325, 416, 611, 654]\n"
     ]
    }
   ],
   "source": [
    "# linear sorting\n",
    "l = [1, 16, 11, 61, 61, 61, 611, 4, 44, 0, 416, 46, 0, 325, 654, 46]\n",
    "sorted_l = []\n",
    "\n",
    "while len(l) > 0:\n",
    "    minvalue = l[0]\n",
    "    for i in range(len(l)):\n",
    "        if l[i] < minvalue:\n",
    "            minvalue = l[i]\n",
    "    sorted_l.append(minvalue)\n",
    "    l.remove(minvalue)\n",
    "print(l)\n",
    "print(sorted_l)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[1, 3, 5, 6, 8, 9, 10, 13, 14, 17, 19, 20, 22, 23, 25, 26, 27, 29, 30, 31, 33, 35, 36, 38, 39, 47, 49, 50, 52, 54, 56, 60, 61, 65, 66, 69, 75, 76, 77, 84, 87, 90, 93, 98, 105, 110, 114, 122, 124, 128, 133, 136, 137, 139, 141, 144, 148, 157, 159, 160, 167, 168, 169, 170, 171, 172, 173, 177, 178, 182, 183, 184, 185, 186, 191, 193, 195, 196, 197, 199]\n"
     ]
    }
   ],
   "source": [
    "# bubble sort\n",
    "import random\n",
    "\n",
    "l = []\n",
    "for i in range(100):\n",
    "    l.append(random.randint(0, 200))\n",
    "for i in range(len(l)):\n",
    "    for j in range(len(l) - i - 1):\n",
    "        if l[j] > l[j + 1]:\n",
    "            l[j], l[j + 1] = l[j + 1], l[j]\n",
    "        if l[j] == l[j + 1]:\n",
    "            l.remove(l[j])  # remove dublicate items, optional\n",
    "print(l)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Simple Dot product\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 106,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "140\n"
     ]
    }
   ],
   "source": [
    "l = [0, 1, 2, 3, 6, 5, 4, 7, 8, 9]\n",
    "m = [7, 8, 9, 4, 5, 6, 1, 2, 3, 0]\n",
    "result = 0\n",
    "if len(l) == len(m):\n",
    "    for i in range(len(l)):\n",
    "        result += l[i] * m[i]\n",
    "print(result)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Matrix addition\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 110,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[7, 9, 11, 7, 11, 11, 5, 9, 11, 9]\n"
     ]
    }
   ],
   "source": [
    "l = [0, 1, 2, 3, 6, 5, 4, 7, 8, 9]\n",
    "m = [7, 8, 9, 4, 5, 6, 1, 2, 3, 0]\n",
    "result = []\n",
    "if len(l) == len(m):\n",
    "    for i in range(len(l)):\n",
    "        result.append(l[i] + m[i])\n",
    "print(result)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 131,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[1, 2, 3, 4, 5, 6, 7, 8, 9], [7, 8, 9, 4, 5, 6, 1, 2, 3], [2, 5, 8, 7, 4, 1, 3, 6, 9]]\n",
      "[[7, 8, 9, 4, 5, 6, 1, 2, 3], [2, 5, 8, 7, 4, 1, 3, 6, 9], [2, 5, 8, 7, 4, 1, 3, 6, 9]]\n",
      "[[8, 10, 12, 8, 10, 12, 8, 10, 12], [9, 13, 17, 11, 9, 7, 4, 8, 12], [4, 10, 16, 14, 8, 2, 6, 12, 18]]\n"
     ]
    }
   ],
   "source": [
    "r1 = [1, 2, 3, 4, 5, 6, 7, 8, 9]\n",
    "r2 = [7, 8, 9, 4, 5, 6, 1, 2, 3]\n",
    "r3 = [2, 5, 8, 7, 4, 1, 3, 6, 9]\n",
    "\n",
    "m1 = [7, 8, 9, 4, 5, 6, 1, 2, 3]\n",
    "m2 = [2, 5, 8, 7, 4, 1, 3, 6, 9]\n",
    "m3 = [2, 5, 8, 7, 4, 1, 3, 6, 9]\n",
    "\n",
    "\n",
    "A = []\n",
    "B = []\n",
    "C = [\n",
    "    [0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
    "    [0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
    "    [0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
    "]\n",
    "A = [r1, r2, r3]\n",
    "B = [m1, m2, m3]\n",
    "\n",
    "\n",
    "for i in range(3):  # coulmn\n",
    "    for j in range(len(r1)):  # row\n",
    "        C[i][j] = A[i][j] + B[i][j]\n",
    "\n",
    "print(A)\n",
    "print(B)\n",
    "\n",
    "\n",
    "print(C)  # list within a list"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Matrix Multiplication\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 139,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[290, 4511, 4882, 769, 468, 175, 569, 642, 963], [150, 361, 1402, 279, 188, 105, 545, 222, 333], [370, 4611, 5862, 1049, 625, 215, 813, 882, 1323], [531, 1205, 5884, 731, 520, 403, 522, 548, 822], [302, 741, 3530, 811, 492, 181, 773, 678, 1017], [230, 761, 1702, 559, 345, 145, 1843, 462, 693], [190, 761, 1682, 419, 268, 125, 1039, 342, 513], [230, 561, 1722, 559, 348, 145, 1905, 462, 693], [150, 561, 1382, 279, 185, 105, 483, 222, 333]]\n",
      "\n",
      "\n",
      "\n",
      "[[ 290 4511 4882  769  468  175  569  642  963]\n",
      " [ 150  361 1402  279  188  105  545  222  333]\n",
      " [ 370 4611 5862 1049  625  215  813  882 1323]\n",
      " [ 531 1205 5884  731  520  403  522  548  822]\n",
      " [ 302  741 3530  811  492  181  773  678 1017]\n",
      " [ 230  761 1702  559  345  145 1843  462  693]\n",
      " [ 190  761 1682  419  268  125 1039  342  513]\n",
      " [ 230  561 1722  559  348  145 1905  462  693]\n",
      " [ 150  561 1382  279  185  105  483  222  333]]\n"
     ]
    }
   ],
   "source": [
    "import numpy as np\n",
    "\n",
    "r1 = [1, 2, 3, 4, 5, 6, 7, 78, 9]\n",
    "r2 = [7, 8, 9, 4, 5, 6, 1, 2, 3]\n",
    "r3 = [2, 45, 8, 7, 4, 1, 3, 76, 9]\n",
    "r4 = [1, 2, 3, 47, 5, 6, 7, 8, 49]\n",
    "r5 = [7, 84, 9, 4, 5, 6, 1, 2, 3]\n",
    "r6 = [2, 5, 8, 7, 44, 1, 3, 6, 9]\n",
    "r7 = [1, 2, 23, 4, 5, 6, 7, 8, 9]\n",
    "r8 = [7, 8, 49, 4, 5, 6, 1, 2, 3]\n",
    "r9 = [2, 5, 8, 7, 4, 1, 3, 6, 9]\n",
    "\n",
    "m1 = [7, 8, 9, 4, 5, 6, 1, 2, 3]\n",
    "m2 = [2, 5, 28, 7, 4, 1, 3, 6, 9]\n",
    "m3 = [2, 5, 8, 7, 4, 1, 34, 6, 9]\n",
    "m4 = [7, 8, 94, 4, 4, 6, 1, 2, 3]\n",
    "m5 = [2, 5, 8, 7, 4, 1, 34, 6, 9]\n",
    "m6 = [2, 5, 83, 7, 4, 1, 3, 6, 9]\n",
    "m7 = [7, 8, 9, 4, 5, 6, 1, 2, 3]\n",
    "m8 = [2, 55, 48, 7, 4, 1, 3, 6, 9]\n",
    "m9 = [2, 5, 8, 7, 4, 1, 3, 6, 9]\n",
    "\n",
    "A = [r1, r2, r3, r4, r5, r6, r7, r8, r9]\n",
    "B = [m1, m2, m3, m4, m5, m6, m7, m8, m9]\n",
    "\n",
    "product = [\n",
    "    [0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
    "    [0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
    "    [0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
    "    [0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
    "    [0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
    "    [0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
    "    [0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
    "    [0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
    "    [0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
    "]\n",
    "\n",
    "for i in range(9):\n",
    "    for j in range(len(r1)):\n",
    "        for k in range(9):\n",
    "            product[i][j] = product[i][j] + A[i][k] * B[k][j]\n",
    "\n",
    "print(product)\n",
    "\n",
    "print(\"\\n\\n\")\n",
    "A = np.mat(A)\n",
    "B = np.mat(B)\n",
    "print(A * B)  # To verify"
   ]
  },
  {
   "attachments": {
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     "image/png": 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    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![image.png](attachment:image.png)"
   ]
  },
  {
   "attachments": {
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    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![image.png](attachment:image.png)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "5,4\n",
      "4,5\n"
     ]
    }
   ],
   "source": [
    "dim = int(input())\n",
    "A = []\n",
    "for i in range(dim):\n",
    "    value = input().split(\",\")\n",
    "    value = [int(digit) for digit in value]\n",
    "    A.append(value)\n",
    "B = []\n",
    "for i in range(dim):\n",
    "    value = input().split(\",\")\n",
    "    value = [int(digit) for digit in value]\n",
    "    B.append(value)\n",
    "\n",
    "C = [[0 for i in range(dim)] for i in range(dim)]\n",
    "for i in range(dim):\n",
    "    for j in range(dim):\n",
    "        for k in range(dim):\n",
    "            C[i][j] += A[i][k] * B[k][j]\n",
    "\n",
    "for row in C:\n",
    "    print(\",\".join(map(str, row)))"
   ]
  },
  {
   "attachments": {
    "image.png": {
     "image/png": 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    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![image.png](attachment:image.png)"
   ]
  },
  {
   "attachments": {
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    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![image.png](attachment:image.png)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[['sachin', 'kalam'], ['priya', 'sandeep'], ['priya', 'stella'], ['sandeep', 'stella']]\n"
     ]
    }
   ],
   "source": [
    "names = input().split(\",\")\n",
    "DOB = input().split(\",\")\n",
    "\n",
    "common = []  # sachin,ramesh,kalam,priya,saina,sandeep,stella\n",
    "DOB = [int(date) for date in DOB]  # 100,50,100,20,30,20,20\n",
    "\n",
    "for i in range(len(DOB)):\n",
    "    for j in range(i + 1, len(DOB)):\n",
    "        if DOB[i] == DOB[j]:\n",
    "            pair = [names[i], names[j]]\n",
    "\n",
    "            if pair[0] > pair[1]:\n",
    "                pair[0], pair[1] = pair[1], pair[0]\n",
    "\n",
    "            common.append(pair)"
   ]
  },
  {
   "attachments": {
    "image.png": {
     "image/png": 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0wnH27/GTprAiFBDCrNlz7PNxxxxlWrZobrfvXnBfygv9AQDxi2uXfPyp95cxu+22m7eVmu6OplWenW5dOnlbAIptzZo1ZsVX39jtvfbayz6Xu1IZ29HdRt2EKv/dlAAAAFB66CsDAADUfBssWbIk72eRe1x6mW1Ybrn5Zmb2zGmVJmTpisiWbTrY7fPPPce0atnCbifTBK8JkyaZp595zqxb96N9bfPNNzXHHn2U6dyxo9l4443ta8muG3KD+e//lphTTj7BNG/WzHu1Mt3WYeGip8xv9/yNGTigv/dqZnQS/vU33jDjJ0wyS5d/4b1qzDZb1TMd2rUxxxxzdOCVjG3bxxvKNwwZbGpvsom5om8/8/mXX9nXHlhwp3129BtaIVOTaFat/ta+Vrv2xub4445Je+xV+f77782Nw24y/3qj4hZPDfaubwYNvMrUin1nt+6X2tfG3jbKbLbppnZbXnzpJTNx0lS7PW3KRPv87rv/NjffMsJujx872t4uNcjd9ywwDz/ymKlTZ0szasQt3qsVdJurW24dmQhLXWBx0O/2t1eFasJbMrcvLu6WLl1qrrl2SKXPH9Xw9+byy3qGDidNuhs5eox574PF3ivG1I3t/5mN/myaNLkw9C2xVq1aFTvWEebNd95NdKKUprUCcFXfG5QftE9dOrZPmeac5DD2pyWtgPPAgw+tlxe+X7s2kR6UZnfaaSe7ncyl604d25mjjgy+tVmx4viXX34xd9xxp7n/oYfNmjVr7Ws69iMOP9Rc0qN74G87UcI7nWzLNX88fLNqpU03Ooa6W25pX8umDPvuu+/MpZf1suWOjkUr7Nav/1v7P4XVg397yNx1z72JMkdlQ7++fcy2225r/86GK2ObNjnf3rEkOR4yDcuw9UBQmeX4y+LtttvOzJg5yzz6+KJK8Xz1gH52FWI/97l1sX1yYaRy3+Xb5N9RmC564gkzc/btifdLlHBNxV+v3nH7rErld1WUP0eOGmM++WzZenlL4X/riJHmRW/VBf2v1+WXxd5Xy/5daIsX/9dcPfg6G56Kp5tuvN7ssvPO3n8r+7//e9bcGivHTzvlZDs5NQqljfObXmS3x9820uy6yy52O9c++ugj071nb7utCb1jRsXr2HxQe2D0mNvMsy+8bPPUlX16mUMOPjh02ZattbGybcDV19h6VmVay+ZNzTlnn5XT33fttRtvvsWWPcf+4Ygqy/5ceunll81Nt4y06Uf5Xrc53NTLmwr/UbH0+cq/Xrf/z0UbL9myZctM/wGD7Haqdl0u21Ku/a2y76tv4qufKJ/W9j7v34ex48bbO1S5dP7a66+b4beOqtTmbXTqyaZtm9Zp20auXetvV+284/axcqrnemV4VVzfRXfM6ta1i/fq+s5pfKF9TteHCaLJLE1btLbbPbp2NKeecordDqIJ9Bc0a2m327dpZfNGplxdNWrEcFtWJ4dPVXWQO75U+5iLflA2dW+ybNuUmVBdd/fd91Rqp+h76++5Z5X1da7r+nT51rWtXB8323wTJW2k2y8nqO/gb48FtWPT9R/C0gmucy+IjwHcPHSI2XvvvSr9vW+aOzz56+H5c2bE6sf1V29K1U/MpF0bVGbps1H7mI7Scqcu3e328X/6o7m4VbwcSfbhh4vN9d7tLW8dPsxstdVWdttJzmey2y47mZ6X9kiZR8OmkWwo/KZMm1apX6D0dMB+DTLqVw64qp+ZOm26efixv9vwDyrngvoemcZvKm5sZ8z4CYkyRm2v5rE4P/usM828+fMr5W0/l2/9eUX9udWxfH/G6aeZ889rbF9LpnqkS7dL7HafXpeZ/fffz247YY4zV+V4KlHK4lSi1olO2LybamzSnxeUXxTaaheqz+W+X+2ZG4ZcW2nf8l2mfvrZZ6ZL9552O9O+iGs/SVVtKL+OnbvG9v9n07Z1K/PHP66/qt+Kr74yfa7oF2s7b2LG3Tbae7WyPn2vNCtWfG0an/sXc9aZZ9jXgsqibMJNdwUaM26S3dY4bT7GG1OlpwvPb2yPI11dEJR3MxkfccJ+3p//qxrPDjo+5bXrBg8y//fss4nwTa5n/fGUqzEcv2zbsNn0bZwoY/lR2hepvPX226b/wME23S64c773atV0zBrDe+jRv9vjUBppF8urGtvTfqxYsSKWz6624ej+l65vE1Y+xn+UZvI1tpNNf08eefSxWFqJp/m758+1aUUybbvkuo7xl5+rvv3WhpXSzlZ143eTTneeLUjYfmO6fnlVfdUg/vCYPHGcvVvh0GE3J/KajjHT/mSYNrIEtefEH9fZjMuEKZ9yXcbkOv2lU4x6PB99gqhjB0H1aybjX0HH4j6352/2NJ27xvuPyf2zXPXvwtSNUcc+HNVX/vwuKoN6Xtq9yjHwXIw9ZVOu+uuQ20YOt4u/hMk72faZXfmU6fmuqoQ5r+6P7wsvuCAW7iPs+QpRWOyxxx5228nluGDYcjhZlDIjTJhl2lZwopQfQX30oPDOpqwOErYdErZuzlYh+8qZcOdWxN8fc/XzmrXfJ+Jsu222ts+Sqjz3Sy7b69WrF5h++vbpnZhfkKqPm6qPFrWOCRq/zSYNpvv9qHMbktsiQXLdzsjV2FfQfmUyXlAK/ZJsyqtM5OL8Zbb9oWLNuwuSTRzkqv0dZTwlnbD9oDD92UKUn35h6/dUMulvh01fqfJors/Bhm1PpBKULv1jZH85r4l9LaieTzUO4GQzbzTMGEC2/QIJW24nc+OK/vjWbxdzjmamgkv0HLt64FX2WavTJ9+u8uZbbrXPSrjNmzW128k0YNrkopbm8UVPJwJJFNh6Tf9TYynI5198Yb786mvz9dfx1VeC6H96j96bjZ9++sl07tbDXD34+koFpyjhDrtlpLmy31U2YyXT7+lxz4J7Tet2nRInHpK539B3+QsEhYM79uXLl3uvZk7hddHFbSpNpBdVHhdd3M5MmDgpsY+/xhK4nzKz+5/ToME+iddeiWWgIAqHBffeb99z/HF/9F6N0/+uGXyd6d33qkphqYyofWxy0cV2Iloyty+KO6062Knbpet9Xp3tth0627DMhtunrpdcVqlSFcXFvLsWmHYdOmX9vfLkU0+bFq3b22NzhY0oTet7L2ze0k52DqL4DsoP2ielE6WXVPukBl9yGLu01Kxl61jl82QiPP2UBlz8rlu3znt1fe49ipdkxYxjhaXCVGHrCmnRseuz+m2dWAoSJbzTCVOu+ePBpRt91r2WaRmm/W3Zpp05o9FpZtzoEfZYevbuawcBvvr6axtWL7z4krlt1K3m7vlzbENJeaBNhy4py9p0XBn7wgsvmYvbdlgvHlxYpiovJUo9EFRmOe71f732umkTa8g88NCj68Wz0qw6AH7uc/q/o3Lfve6n8FZZoQ6E//3iwnXipMneK9H95733vC1T5WCI4/LnddffaC5q3tTG+43XX2cbRApbDTgrj+lk+dyZ082YEbeaV197I9YJus77hsJSfPS+sp/tQEwcN9qGa+dY2bB69WrvHZWNi3VwlGc+/uQT75Xw1MBTm0W0okR1przR8/LesTi+2Lz/wYe2PJg/Z5Y59JBD8t4AdVQ+N2/V2uyz91423dXZcgszdcZse0FPLqiR/sCDfzMXNGthrr1+qDnlxBPMPXfMNX2v6JP1oElYql80iV/he+45Z9p836FzNzvJU/um9thv9tjDzJ4+xdwxd6Y5cP/9bLkWpu2SiupuVz6latflsi2l79J3uo6cKJ+m2gdReKgcUrvaX1aqTFbZ3PuKK1PWEWo/KB0nt6t0HCrD9b2pPhtEg2Ia7Ek3sO1fvXC//fb1tnJPA2UHH7i/3X58YfBdvlJx4a14DQofVwepXZotpYWo/aBs617H1VnZtimr4tp8ye0UfW9VYZWPuj5dvq3ov34ZKt+47w2TNtLtl+Nvs7q+g7895n5L++le0/9z7YUXXrTPuqhf/VVd1K8V6uWBBx+0z2EpPlP1E5X+27bvaNNFEKXtoHDXZ6vqC2ZKg8qqWxW298fq1FRl4IJ777Xv0YVtGtR1VH/2vbL/evlMdNGlXtf/g743bBrJlCvzk/sF2laYql4N6he4NLh02TLTq09fm0f84e+Xjz6gwkrloj7vL2O0PWX6LLtPTz71D7uPQeNXLrz8eUXjKnpN4yyp4ljjM+6zygd+YY/TfV/YcjydKGVxOm6fo9SJUfKuaxslx60/L7z6z1dtu1jtLv/3Kw9q3/zpOt9l6ote+SlHNPy9txVMaU/h6iYHnNnoVNO1S2e7nQlXVj369797r1T20EMP2/+r7PHfot7Rcf/n/cX2PQcfdKD3anBZFDbcctVG9lNaS5WeVCZo7ERlc5Ao4yMS5fMurKoaz9bn3biz//iU13TcjzwaHN/ij6dk7vWw5Y/iKts2bLZ9G/cb+i69z9F+uvBVWRckSvsiHXcnrV1TTEAPovJM6fDV114zI4bfZPvrJ/7pONveVZ2ldNShSzfTquVF9n/n/fUv9n9h2uHpKC7zMf5TSmM7tWpVLDz100++9OzlharaLrmuY/zlp8tf+ox7LaidkkqYPJcv/vDQuS8dtz+v6RjTtSUlShtZ3O8n1zcurrMdl8m2fMpHGZPr9JeOv35w36M06l5LDlcnbD2ejz6B3h9l7CDs+JfK9KBjcZ8bePWgRDgm989y0b/TcYepG5Wu9J1hxz5E4Zmc30X5Rt+n8jUoHvV9uRp7CluuLlz0RKi8E6bP7PbFH74KI/d6ply4hTmv7uL7A+WFWDtPxx0kl3HjhC2H/cKWGVHCzO13JuMcUcoPzR8I6qO78Pb3o8OW1U62+SVq3ZytQvaVo3D1sz/OXBjqkao89/OX7er/BfXvFOaaX6A2u8qVoPcoHSse5s1b/6LeXNQxybJJg+l+35VJUeY2pJOPdoY7FqW7oPzu2hrpxr6ijBfkul2YbXmQbXmVjbDnLxWH2faHijXvLki2ceCErUtdeGXbZqxK2H5QmPiTQpSfTtj6Pawo6cuVe0F5tKrySXGRTT8qbNoNomNWPCenSx2DGyNLx/1mUBtIx5vNvNFsxwBc+kgu07Wt3wzqF0jYcttP+11qczSzUZDJ9Ntvt505+siGdntGrOB0k0+++PJLeytN0dUDQavb6j0qRBQpO++0g5k1bZK5/5477GPKhNvMtlvXs//TVYdBJ1Xy6YpY43vpss/twOvwYdeb++6ebyfe3HvXPNsglnff+yDW4U098UVXsmnwttkFjc2tNw+1D0eZ0v2G3uP/DYWDO/bLel2RVULRymQ9e+szv9h9v3bQVWbBnbfb/db3KpyffPr/vHdnptLEhBQT4L5cscJeUCGnnlr5CqZx4yeYV19/0+6PJu5qX3Sc82bPMPs32Nu+Z8jQmysVFH7qiNx97wPmyIaH2YloSh8ayHfxsHLVanN7mkomyKTJU+w+iX+fFAf6W1Z8vTLt4FYQpekRo8fa7cMPOcjcNW924nv79u5pw0AFQudul6xXsen4u/S41Mbd7rvubObOmrbeZ5Vebhs33vtEBRXE7urk5M9qgp8m3boOXT4UK47jjZxLbJjWq1vHHqs+q99WGCi9i1ZoSi5DooR3OmHLNU381DHroSvq5fg/Hp147dbhN9nXqqIG7O/229c0bnyu2W23Xb1Xjbmy/0DTsUt3M3rEcDP0+uvsypS1a9e2Vxy63xs5+jb7HIZWXf5uzXeJMkfh6MocUXl577332W2/QtQDWgFKV9ipnHXlob5baUbUEPJX1C7Mrxs0wHvFmOmTJyRe99OEc5UVSi/+ctyf9h969PGMOy5V+eTj+AlDXSWdKeXPpbFGyfQpE82xxxxj411Xqv7pj8fasFVDSGnmskvj5dKlvfrEwusHW4drsKqQFMeKj+mTJ9p9rFsnHkfywosVA1mO3u/qnsMPPdQ+R+VOQL/nu3ChOtHV191iZZsa56K0PmXShErlQSEoLal8btG0idGKcUp3W26xhf1ftpOGk+lqVXUuz2/a3MyaO8+c95ezY/XtXNO+XdvQV62HoWO8YehNdrV/rSR08kkn2tdVZ7Xv2Nk89MijsTpttmnWrKkt4/Xo0/vyxHue+b9n7XYh5LItpfpIn1W56Ki8dGVk0IUMGtxWO+GcMxvZ9+j3tR9qK8kHi/9nXn7lFbvtp06a2g+ifXftKpXjzS48z76u7330sdQTdsJ499//ts8q2w89JDdlSyoql0Vx5J/Enym1/1z9qTpI9ZzqYu27qF2abf2Zi35QtnWvE7VNGUQrf7k2n8LKtfnc97q2isJK701W6LreeeKpZ0LlGycfaSOVk048MVEGBLVj9f9cmzFrtn0+5eQTExeJNbnwAvv8zHMv2n5xGIpHxacovSvcXPp35Y7SQ9BFh/qs0rYonvz9C6Ud9fuV7nXha9TBoMbn/tU+K11//PHHdttPddTzL8XTZKPTTq10Id3V1wy2eVh0Vwx3jHpWehP9/8Zh8fK3UHTxryvz/X1pPVz5oeNVvyZVean6Rnmj/p572LpJYzDHHH2099/89QFnz5mbCFMX966uVRhrn5Z/scL+P1NuXEVt3c8//9xuJ3vkscfss8Zr/HeJzMVxhi3HU4laFmcibLlXiLyrgeB6sb6NwlBhqX3Td7t9U7p28l2m/t9zz3tbxpxw/J+8rcp0nO9/8IHp0KmLbUO6cUu167O5MPf00+NlivqWQfn2yaf/4W0Zs2jRE95Whffer+iT7bpr+v5M2HDL9Xij2q9Ka6L0pPTtT0+Kc32vVjBMHheMOj6Sq/GVdOPZmYw7q8yLImz5E6YNm03fRvEVdiw/SvuiKp9++pl93i/NXXn83FjqqbE21M3DbjTbb79d7Hhqm44d4mMIij+lI93lUn2Vl2Ltidm332H/97Qvz0alNKi4zNf4T6mM7fgn8wfeDamKtksmsqljdtttt0T6VhlpX4uVme61bO74mIt+Yz6oDPO3x7TogtpjojwaL8PWr8/z3UbOdlwmm/Ipn2VMVbJJf+kUsh7PV58gythB2PEvta9Uprt62T+Oou9QWLh0nQ9R6kYn7NiHJif50/1dsc+6MHPnePXZm4fHF/3zy+XYU9hy9b4HH84674TtM7t9URnipDrflU4uzqvrPKLy5mEHH5BoZ+64447ef/MzLuiEHR+PUmbkIsyqaiuELT+Uf/3n15WGFCb6rMu/or6N+hkStqx2ss0vhR6/KmRfOQrXRmjTsrn3SkU+1yPo/Ew6diwllg+VtpU2k8sjrdSr9tMWm29h52EobemhdOL6aJpMl+qC2FyKmgaThZ3bkE6+2hlO2LGvQszHyFe/JEx5lY2w5y/D9IeKPe/OL2wbJkxdmos2Y5Ao/aBc9GfzWX4W4/x42PRV6HOwuRzXyOS8Thgqi/zjwy7+dGyuLlCZprJN+UOyGQPIxbk0CdOfd+OKrkwuhTma2YofXQFcekn8FnE64Pvvf8BuD/duT6LA060PgvS/Kh7wes/Y0SPt5E41NPXQpKTJE8cnChFd8VUoStguU2jgWAO67vYKquCU+fbfN77q1733xY83iPZdGVyTqPbeay/7cFTout+YOXVSpd9QOEwYd5tNKKooH37kUft6JubePs/Gg2gwWivQ6kIG7bf93rFjzN7197T/z8Y5Z59tn9/9z/uBExMe8fZxx+23NXVimc1RIa9KRIbfONRO3HUnebfYYnNz49DrE3GswjmVDm0vNgP697MFhNKHBvn98eA/AVcVZWpXqbZu0azSPikO9Pdfz47fOlr77gqvTLhw0AqJg64ekLg1j75XJyCUnkQNic+WLrXbzpX9B9i40yTZ22L5oY53Syr3WU3WEw0u+StU7d/kKdPsdtBnNYFywtjRiQIv14oZx5o4rrDUsekYdayus6owULnifluDFn5hw7sqYcs1d8x6uPDbdNNNE69lMkFUaeFvsTTY8qL4rYz9FaPC6dabhgbeKtn9XtjGgCgOZk+fmihzFI6uzHETv+fMv2O9yroQ9YDyo8pilbOuPNR3Dx92g/eOyifpXZhvvfVW3iu62KEiLhyVJe6isV6XXlKpHHdpX2WizL/jLvsclVahkEwnDKs+U/689eZh9tj9Nvb93bVL/BZEzz5XcSsdhZs7nmRq6HTtfom9xXYu6Y42ukWSWz31v/+rSJM7B6TdV//1mrdlTMOAlSLC7KfLIzp5X91on3X19cefLrUTH0bccrNN68WggYWfY43pc73Jfsr7n3r1Xqpbtmdq2vQZtnOpyfm6SETtLFeOFZImL65d94P5/eGH279X+eqKn37+xZZpyXlVZZvzzjvveFuFkau2lI5Jn1W56Ki8dGWk/xj91Plq365t4j3aD7WVVNbIokXxtoSjNOM6aSedcJzdd9euUnw3a9rEnH/uOfbvydOmp+0MZkOdwGE3x0+0/fXss2L7m98LNLbddhtvKz45KVtq16uuVf2pMltlvepi1clOchsonVz1g7KteyVXbcpkuiWm2nxqqyhfujaf6HtH+26T+fQ/nvG24opR1/tlm2/8cp020lE8uTLAxZm/HeteyxW1zd3E5LNj+dTZfffdE2Hzj2cqx2WmdFcRUTpXenftJx2Dyh31H0Xpwt9WUBmkO5WIwl7x5O9fKO2o3690qPQ4YuQo+7+w9t57L/tdEnTHF9VRblzATWaV//znvUSa1oDoObHwc8eoZ6U3d0L3+Zdese8vlPET4reWV57y96XFX35ojGTJkuAVMaRLx3Zm5K3DzSGHHGzHYLbwLuaTfPQBVXbrJIJooYlrYmWnvtfVtQpj3bY+WxpXceVL8l0gxV8+ufEaJxfHGaYcTydKWZypMOVeofKu4mLq5Ik2DBWW2jd9t+oWUbp2g8v6f77KVB2vv9+vk6S6vW/yo/GFzU2vK/rb3+rbq6e58/bZdn+z1WCfism9y5JWl9LxrvjqGxu28kjAyZ9nn33OPutOPlUdd9hwy+V4o8ZkXPvVpSelb3HpaeTw+EIJqseSV8yOOj6Sq/EVvSfVeLZ/3Nk/BqTw1e+FHXf2C1P+hG3DZtO3iTKWH7Z9kQk3vuy+syo6sb1VvbqmZYv42KHjP9Ztt9nKHHjAAXb7jrvuts/in+wWVa7Hf5KVwtiOxqQWeSuvuTuSBUnXdslENnWM0qxL3yojRZ9xr2WajnLVb8wHpSt/e0z5XO2xkcOH2f+rDEvOo4VqI2dT52RTPuWzjKlKNukvHX861Lbkqx7PR58gythBlPEv3bFN530keRxF36GwUJ7Il1yd58527EN9MHcxrI5Px7lJ7LOi41c4+POsPx5zPfYUtlwNk3fC9pndvlR1visdpfFcnVdXeTz4mkGJdqY7jnyNC/oVsszIZZilaitEKT80WTNRfsTSjtKQq1uUf9V3cH21BQvutc/6Tpdu3LFk01fNJr8Uevyq0H3lKFwbYcs6FeMqLgz18LcRMqH+m0vbiiNXHrk5La7/5+Zh6Nj1UDrRXfCdV/75qreVP/70om3JJg0mUxoPM7chnXzNP3HCjH1JIeZjZFO3ZVMehCmvspVtWyRKf6jY8+6cbOLAL0xdmq+5kWH7Qbnqz+ar/IxSv4cVJX0V+hxs2LSbzH9eR+Gcq/M6EmbeaDZjALk6lxamT1KKczSzFU9hBaBVNVxmVYPitddft4W/9O1zeaVIdVRAuRPgA/r1DUzQek2fF71XnykErYTirojef7/9vFcrc1ek6kq1VJo3vdAm+CDTZ8RX0lNHKWiAVIn9LO+kd6YruLqJtKIr2vy3cncUF927dvH+ypxuOeMaIUG3nHn0sXiH8MIL4ldBOZOmxBtuqmzq1/+t3fbT/nTu0M5ua+W8VJ3Fs86MdyiTuXjQCbhMbbTRhon4PTPl9x7vbRnz/ffxK/8y4TL0VlvVC0z3OpF49hmn2cemm1QUgkrbuipeBvS/MvCzRzRsmGiw+Vfo0UQJFWKiuA36rNJYNrf7zUax4tif3rXycVA+UhnSymskuZUZJUp4p1Psck2dCVU+v/1tPB6++rriFo1qAOyxxx7eX5V961096K7iDkPpKygOFLYKY9G+udV+pVDh1bJF88CyWI0CZ2nSxS2Z8N+eOehEn469U8f2Nr8feUT8Di5Rucn0ewXktSCjRo+xA8pBcfP2O/GGqdK5qy9+97vfxcJcDdCNzY03pF6taM7c2239l+p2/WG4xvKF3qqyMv+OO72tyhMxHJ0wcHbaaf04CLOfdb3G3YcfVr4dWHWgu5BoxS1dPX/XvfeZC5q1sBNQCn2HAblnwX3m/MZ/TZSv/3z1VVsGiFtNNyx1YnWVa+1Yvr6oVVvT76qB5rvvwq1gGsVTT//D3tXBdSbd7fVlcKzjElSmaVV9p379+t5WYeSyLZUt1S/qfCVT+jjSu8NV8kWGSjOufdOlU3xgPJlbhVpp69NPc3MHHl0Br06gOnrNmzX1Xs2fnSJOSDm90Z8T+cxP5b47IaNVujMdTMlVPyhM3ZurNmWys886yx6POvBB+VL9LtcGWry4ctlfjLreCZNv/HKdNkrJXXffY581UKQ75Tk6Xq1UL3feFX9PtlaujN+Oceedg9vFp5xySqI/F0uE3quV67nBgwamDHv1W0Rhr7ZPWKp73HiBJmkl5wfdMl40Gc4fRrPnzrXPCjsNiAbRYghugNK9vxC6xfqyyqs33Tg0MPz85ceHiz/0ttbX6LQ/e1uV5asP6L9wo3u34LEW9cPC9LXc+MrCReufWH/t9fikQrXdNV7j5Oo4c92HilIWZypMuVeovKu7gLkTAX6HHnqItxWfXJ5v/gntCm+3sk3QQyvCTBw/1hx77DGB+54J9SvdCegXfX03cSdPLjyvsU3H6u8nr070gjeOc/ppsTI3T3LZRvaPzw0aeFVgelJ54MLkqafjk2wl6vhI1M/7pRrP9o/DadxZeSOZjll5MYow5U+u2rDpRBnLD9u+yMSKFV/Z56D2czKVXzpR2KfXZeulT//KYid6YSWHHBxfjW+H7bbJWf8oH+M/yYo5tqMxGN010K0WLZde0sM+B0nVdslUMeqYQuS5sM4+60xvqzLlkcSECG9BMKdQbeR8jcvks4ypSrHbONmGaa7aysmijB1EGf+af2d8QonSZqp6IFWeyIVcnOcOM/bh74N1ThFmyrOJc9q+CUr5GnvKVpi8k6s+cxi5Oq+u+E6VVgsRN4UsM3I5FyFVWyFK+fG9r++1pW/Sm6O+Q9uLW9lya//9g+v6fCr0+FWh+8qlJNVYir+Nd/IJxweW8zq37NJ/dbzbd5i5Denkq53hF2bsK5fjBenkq12Y7/IqTFskSn+o2PPuogrTp8nH3EgJ2w/KVX82X+VnMc6PR0lf1fUcrL9P0a5Na2+rslTz66oSdt5opnLVL8i23PaPDZfKHM0wCtp602CqCn1l1qsHX29f08kBt4pJsmd8V5z4T/wl8xc0QZVJPigzuyui3QSpZLVqBb/ul+o9Gpx2hZ+/o5TswAPjYacElUllp5NOCn/xrz6XLJN9T6aE7Cqw5FvOKNG74/nTccfZZ9E+u6uIXGUTpIF3G1rte6rbeQdlJAlzLIrT5Cvek4X5XtGVn6JKVbcZTI43nUjs0L6dffhXIvWnbX/B5qcwqO+t7uQmwYr/s1qhsJCKGcerVq1KpPfj/lSR7pKdfNJJtnM7f84s75Vo4Z1Oscs1Xbk1cdxom87Evz9tYp2IIDqB5Rq1B/wu9SpJUSiMXafAP9m0UOGVKg2lSnOZ0hW3rjIfNvyWwMGuhr//vc3vTZtc6L0SjesUZEoNqXZt23h/VVC8u8b/scf8wT7LrrvsYhbcOT+WZ+ambRxuu+22Np2lOxmYrQ033MA2+tyEL10N6soXnah36dpR+fNyrDMhaoAn/1/ysZ+lTpMOdPX8XfPmmlYXNTMjxow15zdtbubNm1/QCZOXdO9WaZBYk+tFZUEu6ipd5Tpl0gR7KzTlvWYtW5tuPS41n3/+ufeO/DvzjDNMv75XeH9VXG2viYupTgr8x9chzleZm0ou21LZStWeFv9dMvyee/4F+6z8naq9ptddOZxpXZ2Obqnryh1dUJTc6f/gww8DH19/He6Ed76dcvJJ3lblC+zSyXc/KFU6zGWbMpmu3Nfx7LxT8ICapDrWYtT1Tph8k6kwaaNUKK1oYrEETQo4r/G59jnsoP9h3iDRP/7vWfPe+5VXDBZNzHL9OaUPx61OozLLv2JMspN9Yf/JJ594W+Gcecbp9ln5QRM4/RJh5L1H1A5w+SzdhW3Kp6d7J2r1/uQ+bb4ojyqv+lfL88u07Z7qffnqA7r3qf5PF/fp8nQqbnxF4y3JbRy38s5ZpzeqdMy5Os5c96GilMW5kKrcK1TezVefNFv+Ce2aIOtWtgl65GpSgJuUm7wylTs5dnqj0+yJJdGd0hytGOXGKg477FD7nA+p4iBMG9nlP7UdghY4cXQHMY1T+fvqUcdHcjm+kurYMx13jipMfslVGzaVqGP5YdsXmXD7lQk3qUt380n2tu/Oaf72uMYX7G2iY/3voJOiYeRj/KcYtCpy0Iqlfz2/qb1roFs9cUC/PpUubkwWtS4oRh2T7zyXL+7CW9Uv7uK4QraRc1nn+OWzjKlKMdKfX7Zhmq8+QZSxg7DjX0q7bjKCS5uFlKvz3GHGPl55JV4npLt7keLxjrmzbZvrT8f90b6m33f5PddjT9kKk3dy1WcOQ+Hsyv1U6TSTsixVfBUqbgpZZuQqzCTVfkcZP/ffcejm4bdWWgTI0YRJlVv+uR+FUIzxq2L0lUudP7+m62O6+S66429NkmpuQzr5amdkKtXYV3Wfj5Hv8ipV3SSp2iIqW10Zn+rz6cLjrCLOu4sqVXymOt5ctRmDhO0HRYm/TEQtPwt9fjxq+qqu52BduFV1XieMsPNGM5WrfkG25XYpztEMo6AtOQ2mtm7Zwvsr7uqBV3lb63Or62rCfbqIVKZyK/aEXZ0qLK0iolX2dSubFhe3rTQo6m4hF8aKFfEr/+TaITeYtu07BT5G3zbee1f6K5Id//f6GxW54m6hn3zLGdcA01VK/sLcv89z590ReIx69Lmin/euyseQbyqwtErMoGsGm9ZtO1SKX92+K4xjjjk6cTtjpZHzmjSz368TgkG36XFc2lajvF2HzoHhpMe/3/vAvs+/qo7LS6pMU1VC+VLMOPZfAbXF5vHbZgdRp9Z1cJ0o4Z1Oscs13cbG30h59bWK1Qrr1q1rt5O5FQ3l+DSNoygUFu7OCP7bsVSHeiAd7bNbvX3pss9Nk4sutnXF7fPmmS+++LIoq4EnU3pwtzfy808AOSLEVZznn9fYTrhPdzIwW2pHqNHn+K8GdVfX+vkba3846kj7nCwf+1ldKN/o9lO6zaRuxXT/Qw+bC5pdZKZMnWZ+WLfOe1f+7LrrLok2gfK9u2PRWac3ymldpVuh6Ran82bPMNvFOhvtO3c37Tt2tvV7pp3tsNS5cVfc+i9Manj4YfY5iJv4JrvuGi/XEMzVvZ9/uSKwjnaPtevi7auo9YM6s+7Wu7pFrC4uSnZ5n36BD5X7YflXvcm17Xxln3/1jkzkqx+USiHalCr77n/gQfs95ze9qNIxuRPQyapDXR9GlLRRbO+9935i8NV/gsDR5EW3KtWDvjI3U61atrB3plAbo3ffq2xauXHYTeb1199Yb1DTz61OU9WFUv7JlVFXilOf3w00PugbePcPup96asXqXf7+aFX72bDh772tyvmzEHS3mclTptm82vjCppXyahT56gO69+26S9Wr5GZLbSlNEJGHHn7EPov/xLK7qMLJ13HmSpiyOBdSlXvFyLvF5MYIJJ8T1P3cwLri101c1AkX/a0yTGGrFQXFf6vfDz+Mh7NOaOiOqNWBG+Oo6iSI+r4ao/JPTI46PlKI8RV/2+u3e8bHPktNqY7lh21f5JriX+MuQWnEnayVTFZ+jyIf4z+lRvXwYQcfYO6YO9McecQR3qs1T6H7jVHt2yB+8l/cCnjVpY2cTqmUMdVBvtrKUcYOwo5/+dPuoYcWpl3nF7VujMK14dNN2BEtOqM2lxuLLsTYUyHkq8+ciXycV5dSjZtclBn5CjMJW36Ixhs0Bi6vvv6mOa/JRaZTl262v/7NN9/k/dxKOsWom4vRV0ZpU90eNLchnXy1MzKVauyrus/HKOXyKmx/qKbNu0snn23GqP2gUu3PRqnfw8hV+qpu52BdOLs7MuZS2Hmj2Sp0v6AU52iGUfDLIv0n8RoedkjayWu6AqmUqVF0caxTo1X23/tgsVm1+luzzVb1zHbbbG0fm2+e/a0Wgnz1zUrz5VdfBz70m2GlS7hhKT51Ektef+MN+ywPeid1z2uc+upgHUvQMeqhMCg0XbHYuVsPu0rMv9542+5D3TpbJuJX22GosL/l5mG2QaeriVRx6/uHDR9pLmjW0rRp1yHwqjhH7w8KI/dwJx6DuAGhYim1OM5ElPAOUkrlmn+CxRGHH56yc+RW4hP/FceFUOr1QCa0ertOjNXfM76Ku/LB/LvuNe06dbUrUY0ZOzbwCuli+79nn/W2TMo7yBTbAw/GJ4WpQRW0atpLL1fcFujwNJOXy50aq7rd5LzZM82N118Xa6Q/by5o2sIMu+nmSIOL2bj3vvu9rYoVg3Ntiy02N4OvGWTumj/HHHLIQbZ+b9byYtsJLsRAynvvV6w4n+rCJH+5fPSRDYteb1cXqouD6mj3UF0e1eLF/00MjKgNl+rWse6Wa8mPoyJM6Fix4itvKz4oWAoK1Q9KJR9tymeffc6WfVNnzLbf88svPyeORw/VNalU17q+plpwb/xOJ1vVq2NPoAfdLWIPr92g2w2q7M2GJnfNnDbZnHNmI5suVAY99+IrZuDgIabxhc3tXVCCBgrXrl3rbRXW+V4ffNFTTyfqOzforosK/Ctq/PRT4e5QE4b2f9bsOfZuMw8+/KjNqxtuuFGlvJoLue4DOlVN5AjLrbji7jYg7vbSmoicaiGFfB1nFFHK4nwpVt4tBn9bVA743e+8rfzSWKK78Mdd1P2vf8UnKjQ67VT7rDtXKf61fy5tKr2IW9m+pos6PlLo8ZV0J+CLpZTH8sO2LwrppZdesc+aPFHold+r6/hPm5bN7UpbyY8Fd95u7/qoMYpcrwJeSordb8yVUm8jZ6I6lDGlJh9t5ahjB/rNoH1xj3TjX1FWzsyFMHVjsWm/gvZXj1I9n1moPnMq+TqvnqwU4yZsmVGoMAtbfmgMfPrk8WaH7eIXAy9d/oXtr7dq29FO+tLdjvM5iS2VQtfNxeoro+YqtTG5mjAfoxTLqyj9oZo07y4b2r+g/dYjTJsxSj+oOvRno/QPwgqbvqrzOdiodwIPEnXeaFWK3S+IohTqyIKfhfJPCqpqFR63kmcp0lVKnbp0N7oV58477WBmTZtkb2c6I1YQT5sy0T7atW7lvTuaPpddYm9rWtUj28k1+Zo4du5fzrHPbmVVXXniVmL9/eGH2+cgLZs3CTyu5Ec+VtRPprC5vPcV9somXak2bvQIc/89d5g5M6cl4veG667x3p09FYxq0Gk15LmzptkCssHe9e3/Vny90l4VN3ZcxZV1fmo0BYVL8qN/v77eJ0pHKcVxpnId3qVUrn36acXVfQ0bBudNVUTPeyfLijGxs5TrgWzoxJhWxr73rnlm/JiR5pQT/5RoYD++6GnT5KKWOeuo7rVXvCz5MeKqQu4W+6W6yp9bqVB0y/+gE/Xudq7SYJ+KlaVypV694Ls5VFcKwwb77GOmT51spky4zXz08Sf26t6el/e2q7zli+rcRx+Lr/atSX3+VT3zYZPatU2Pbt1sfvzLmWeYa68fGuuUtLDtlnwOpDzt5Smp/9vfeluV/dO7Lb2cffaZ3haq8rv9GgTWzcmP5s2aeZ/IzkcffWR69o7X86edcmLKifTibrmW/NAt5sLSVeii8rgULrAoZD8olVy3KXWxxLBbRtrtMxudai+60eQWdzx6uFVmUilkXY/UtGKDa7t+s3J14J0i9Hj51fgkTQ3KuEnH2dCFaO3btTX33DHP5oF2rVuanXfc3v7v40+XmjYduti7WfgF3QmoENzK8zrWjz/+2G67Qfezz6pc1xR7gkVVHn3s7+buex+w2+3btLL5TX1qf17NhXz1uaO2z1PRBc8abNbdBnTXAXnQm3ToLqYIUmpjC7koi/OhWHm3GPy3+FaaKmR//Nhj/mCf3UXdjzz2mH0+7c/xyfRqA2kRAHEXqb7wUnzyrHtPTRc1PmrK+EpY1WEsP0z7IhO6U6lEmXSk8X13V5tCX8CS7/GffI7tbFlny8RKW/6HTujXdKXQb8yVUm8jZypfZUxNla+2cpSxg3yPf+VTvs5z51N1PJ9ZqD5zkHyfV/crxbgJU2YUMsyilB/bbrutmTJpgr0Y8LpBA8wxRzWMtWfik77m3bXATjTMZHXfXCp03VzMvjJqplIbk6spabqUyqtc9Idqwry7bOWjzRimH1Rd+rPF6B+ESV+cgw0WZd5oVYrZL4iqFOrIwi/plAW3Qpp/NcYg6my4AdV8rfSV7MmnnkoMII8dPdJstVX8qrBc2cg3oLrf/vvZ25pW9chkco0aEM7y5Z97W7l14gnH22e3WpS7BfNxxxy13j5uEKu4nN/8Zo/A40p+FGIwRZMMXJoaNWK42W239Lc0iqLOllvaAnL4TTfaAkzhJI8tfDIWR8vttrhB9h/W/hAYLskPf15w2596tzYspGLG8Wa+CcDZXokWJbzTKaVy7ZVX/ultmZS3E37Zt7JT43MrJmJo/3PdGHHp039CqZTrgTBUBu666y7mkh7dzfw5s+yEZQ28qBOn21blgrsyMpvb2qhDoDB0dKLSdcYapljRS7d8S04D+g6tZq7bMrXv2DmvDdbF//2vtxW8yrf25WVvYrIaXP5V06Lu54exBr+UclqLaocddjBjx4wyc2ZMsZ2TFq3b26uzP/88922H9957P9Gmat2qpX0W5Xtd9Z0vyo/NmjWNdRxuN53atzGz5s6LpYnmdnWCbFcpzsQrr/7LPis9prpA5Z4F8dWUVS64O4EovWoV5XzsU3WnWzGLBs+D6ubkx9ZbZ99eV/nQs/cVdlsT6bt17WK3C0UTg92qN/mYtPL1N/GyXvz9j3Ty3Q9KJZ9tyhGjRttn3TmtU8cO9qKbsApR1xdCmLRRCh77e/ziLPGvsBD0cG2D2XNut89hqI+oPPCXc842E8ePtYOA/lsz+m/H6CZqudvmpuJvl+ycg4nDak/rYjV58G8P2brVtfNOOfkk++zUqlXRXlrm64sGefudihW5CtFHV304edp0u928yfnmnLPPymgMJBv56gO6i13V5skHhcPRR8b7c494d1tw7WB3MYVfvo4zqlyWxWGkKveKlXeLwd21QtzE9UJxfTpd1K2xRLV/VH+qX+K4i011scj3a9fasiz5PaXOjXF8G6KvHHV8pBDjK/4Lo/15qhRUp7H8bNoXmXC/k81tvZPHUf0rvzdsuP6Fwqp78tVvjTL+k045jO0UU7H6jVG5dCGuD1rKbeQwcl3G1DSFaitnM3YQdvzLnwb9abtQ8nWeOxOuDb9qVXZjy6V6zjoThegzp5Pv8+qlGjdRyoxCzEXI5fi5jvWQQw42V/a9wtw1b465dtBV9nVNNNTKp4VU6Lq5mH1llLaguQ3pFHtMLtXYV02bj1EK5VUu+kM1Yd5dJgrVZsymH1Tq/dlCnB/3i5q+qus52F28Mf5C9KUynTeaiWL2C0pxjmYYFSm+BB115JH2WYWU/4rPZP6JXcmDua4QqeqkV7bcSVDd1jTTxlE2tt8ufiWUPP/8C95WdJq8pYJEnnr6afuca2ps7b/vPnb7tddfsyfs5Zyzz7bPfpttumniVs7+FVuL7T/vxVe5km22zt3tLdTImTxlqn0EDeKoALv8sp7eX7GG0ZtvelvGHHbYofZZ+SHbyYUN9o2vyKMKRFcsZstfOVbVKU1WzDj2x53/pE+yb75ZmYgXJ0p4p5OLci1X3MrjKhNSrQQ9/8677LPisEGDeL7WibEOXbqaTz6Jd5ZyQelS6VNc2EsphVcYr/zznzZd/e2hh71XKtNJ/xZNm9jtd/+Tm8k1Lp4yOTmvhlTfK/vb21i1atM+cdLzrbffts8SdKJSnYlOXS8xa76PdyKcG4fdbM488wx7VePnX35lhg67yftP7i31XRz02z3jHR0/raTu0tQfvMlFTtT9XLt2rX2uXz8+Maomq1u3rhl6/XX21ln77dfAtO/cPXFbKaWfXJg9d663VZF/9d09Lr0s1GrB2dIV6eqcaEDl6qv6mb8vXGTOvaCZvSXYD+vWee+Kxn+BSnJ6dPQeVw6cdXqjRKdGbc4r+sUHelDZoYccbJ/f+fd/8jJpQ5PiOne7xJYl+zfY23Tt0tn7T+GMnzjJ2zLm/PMae1u58+ILL3pblfsf6eS7H5RKPtuUbgD46KPjgxPZKEZdXwip0oZ/YPO7WLlValzfUwNN/hUWgh6X9ehm36t4URmcCfXhXL9BfbtkGgQcNLCizPYPcrmLVzX4nW4FnNdee93bSn0nk2y5i9UWPfW0+b9n43e7UJ89+eIuTT5zE+8fffTv9jmVp7x8qLLAPxCXrzTyfazd6dp2xxwdX8E61/LVBzzgd/vb508+W5a3yUmtWrawz7rbzwcffGjDSnHpTob55es4o4pSFudCqnKvmHm30F59LX7XDkl197p8cStJq838qLcqffIK1O5iU02afdWbOKuJDLmecJJPh3sXq+s409U9L770kq1r1M5woo6PFGJ8Rf1HN+7sz1OloJTH8qO0LzKxnzcunMmEQvWBtPDAeU0uMhMnTfZejbW/fROIdt11V2+rwgux+L560LV5OTkXZfwnnXIa2ymGYvUbo1JaFvU91QeVXLSRiynfZUxNk6+2cpSxg7DjX0qDushIXNrOVpT+Xb7Oc2fi8EPj8ah2Y7ox7Pvuf8DGy6effmb/LtVz1pkoRJ85nXydV3dKNW6ilBn5DjOJMn6u8kr5w98ncdQHO/SQQ+wdzeVfvv5wIRS6bi5mX7kmK/Vx5qqkmtuQTrHH5FKNfVX3+RilWF7loj9UE+bdZSJfbcYo/aBS78/m+/x4sqjpq7qeg3V1/geL/5fTcI4ybzQTxewXlOIczTBKejK9JgS6DDnk+qH2OZk6wcNuvsVu672777673Xb29SYVLo4l7qAOs06EveDdBj4brsDU1YZBmUbfO2vOPO+v7KkT4K40mTF7TqUVrvx0TFpB9Zdf4hmhKmosuBXL/vbIoylP5M69fb63Fc453u3ix4ydYJZ/sSIWXhsmJngma9rkAvv8zHMvmo8++shuB7n/gQezvnIlLP8VzUGZVOE+cvRt3l+Z22ijDc2DDz9mHw8/Er+1fjJN6guiW/W4E1KDBl+XcgBIaeVZb4KE4277LuPGB9+uQ2k21dWmqhzd5996q2KSrV+6uCtWHKuScflI+TFVmI2fMNHGyRtvvuW9Ei2808lFuZYLKrdcoyXVVfRa6c2955STT7Tlh2jgddPam5i9997L/p0ppa9Ukw+mz5zlbRlzyMHxxp+USniF9dGSj2zamjR1Rspj91+dlwt71Y/Hi07Op0q3jjoC7773gd3W1djrvPznbhcmu++2m7dVYcrUaXagavvttvNeMeaLL7+0zwcecEBGjRvt21UDrzbnNL7Q9Ly8d8rwyUTQ5IlFi57wtow59thjvK3s9zOZ9lsToWTfBtndOrw60+r0Pbp1M/fcMdcce8zR5sqrBppmLS+Odd5frzKdpaPOglt1W+W1u0pZaXPtuh/S3qYu19yAyvSpk+0tVV9//U1zQdMW9i4G6nRE4V9Jz58e/V58qaJDceYZp3tbxkybMdNOJCqVk7Cl5Ny//sU+q0M4wTfpPJnaHp/5JmBkQmWSJtKrbNTKBDcOvT6wrMkX5SutkPHEU/FJK61bNEt5R4Oq+Fff8dMx3u3dDUEDcpmu4JjvflA6+WpTujaffyKkn37LtYmSFaOuz5UwaWObbbbxtmJl9X8qTvr5Pftc5m3jXNJgp/qeEjSgnOwPf6gYuFvoazek8+uvvyT6c++8+473amWpBldP+/Op3pYxU71VIZIp7CdMjg8eBU12D8ud3FB56VakcH32ZG7i/Sv/et18+ll8QkEy5Qk3MNn0wni+dPKVRvwXeL/2+hveVmXJt2PNVr76gH84qiKt3eFdrJxMJ+BSlTOZ0KCx+kIaaBwydJh97cILzrPPyfJ1nFFFKYszFabcK2beLSTV6a5dLod6E5AKRWGusJMp0+PjA6ecfLJ9dtQePvjA/W1ZNmL0WPvaySefaJ+rC//43N33LLDPyZSehg2/1dY1X/tOYkcdHynE+Ip/3HnO/DvssQR55ZX4xRCFVMpj+VHaF5lwk8U//uQT+5zOuPETEieZ/+OdPPb32zUpM7lv6spA11ZPpmMuxvhPOtqnchzbKaRi9hurkqo9oHz7vHeuUGPhflHbyMWU7zKmpslXWznK2EGU8a9z/3KOfVbaTrXQVqo8IVH6d1HqxqjcHboUZi+/EjwHQOExbeYcGy8//1wRJ6V4zjoThegzp5Ov8+p+pRg3UcqMQoRZlPLjzTffsvlj7PiJKY9rM69/UQyFqpuL3VeuyUp5nNkJM7chnUKMyYUZ+6ru8zFKsbzKVX+ous+7y0S+2oxR+kGl3J+VfJ4fTyVK+nLlXnU7B+s/r3P//Q94W5Wl6mOlE2XeaCaK2S8oxTmaYYQP/QLQ4Gj/flfYbV3pcfPwWyoVjCq0Bl87xP5P9N7kAdUTjo/f+kQnFKfPmFkpsL/7bo3pdklPO0kmW+57VThdN+SGSgWorsjr0KlLpe9NFcnpdOvaxSYU/YYm86xYEZ8Y4GhiV+duPcy8uxaYy3vHwykTblVN+71du1eaIKbj0C023KBhWEd4K3e5MDjr9EaBg92iCWP16sZXS+sZOw6tduungvaaWEaZOmO2admmXU4HVFJp+PuKyXu9+/artDKt0k33WLpx6U4yjV8VHKedEh+Ivf2Ou9ebhKhjG37Lrd5flQtnfbZHLE2IfltpP7kSUtgpjIbdMtI88cST3qvxz7qrsRS3mpzlD0cd3xVX9rf5JBV3Muy+Bx+uVOFq//W7irtUihnHSu/KR0qLV/a7qlKY6XcUFi69X9m3j32WKOGdTi7KtVz49NOKxkiqk8/rfBfbHOnFvxoo6oh0aN/WhlE2lL6Uzvz5SelnwYJ7E5MFz2x0aqVb/pRKeKXib5gFXVnXqNFp3pZZ79hF5bqb0OQaFY5W5daJxrHjxnuvZGbnXeK3GxKtzpXORx9XNHRVNunCGTX4/ANDyZ586mm7qunIW4d7r8QtfHyhaXzuX+223iOnn1Zx/Mk0iP3m2/FVxxf/7yNz11132+1MHXzQQd6WMcuWVV4xSQ3uGb4OzF57VVz4ke1+JvOvHrjTTjt6WxX024o3PTJd5bY60R1/2rdra+6ef7tp3uRCM2ToTZUuvsjWz79UtJ/cXRBUzmgSmMrgbMuZXNEtVadMmmDmzJhilsbSV5OLLo5UN/mv0narbib7+quKC9q28y5UWbz4v+b9Dz80bVpfbP+W6pTG/CcEHn0s/QoxYWhVBtUbotucaeVEfzypjlFnsHvP3rE286Um0zuq6DtUZqvtsO3W9cxNN96Qt7rl29XfmnWxusE91C7XAHHb9h3N3ffGO+aHH3KQOdcrt8JQHau61h82atP4236XeCt0Z6IQ/aBU8tWmdO1cDQKpA+72WZ9XGvK3c39MGqyJUtcXW5i0obaCW/lJbUL/yT4XXrolZjruduvPPvdCYBypHuja/RL7SDVwGuShh+ODTukGlP1Ux7g4mX/HXRmlVd3NSauRyLXXD620Go8o/AYOGmy3tR/+lVvVxtWFMfLQo4/bsPf/ptKOf3yi/5WV+1dRyn/9tiagivKupFo96Jhjjk7EcY+el683DvHRxx8n8oTep/f75SKNBPF/rwbVtR+OyiFd7On/3p9+Wn+Quyr56gOqvjrphOPstsp2tZ38ca901K5TV++vcFRPNTotXie6NPSn4+K/mSxfxxlVlLI4U2HKvah5N9+qKlMz5R8jkHytjJhO8sTFoAv4dVtacZN9Mz1hnSxX4ZYt5b8uHdvb7aDywKUnldVq85x0YkWYRB0fifr5TPnHnXUs+Rh3DiNqGzaTvk3Ysfwo7YtMHHxwfPxEk8f9xx3ko48rJtz3vKS7ff7b31L3+RVOVw242my/3bbm7BQX6hVr/CedqsZ2RO3Qtu07md5XXBmL03D1TnXn7nCjk9puJf9MFbPfWJXxk6aud14mnj8vsdvKZ02bXGi3naht5HyqqnzKdxlTDPmsx/PVVo4ydhBl/OuM0xvZeJXul15eabKHPqe8oDyRStT+Xb7Oc1dFYebOxd548y32OP0UDgoP0SIae+yxh92WfJ7PjFKuViUXfeaqznelk6/z6n6lOJ8gSplRiDCLUn5c1LypfdbCXZq7kNyOVL5y53ZPPaXyhdAStayuKr8Uqm7Od1+5nNuc+RpDdHLRXggztyGdQozJhRn7KtR4QVhVlQdRy6t8yFV/qFTm3eWzDSP5aDNG6QeVcn9WotTvYUVJX8U8Bxsl7eqz7ryOxp60r/64VloIc15HdUHYeaNS1RhAIc6lpVNqczTD2GDJkiWFzdUxOvkrShwqFKuiyt4/KLrdNvFG6pdfVazOoxNbjRuf6/1VQQmuV5++lTob+rz/s8rwikQVpGNGjfBerZoKaf/3Jtthu23M51/GJ0bNmz3dbLHFFnZbXBj06NoxVmHHr5APogFhFRwqpGXzzTc1m2+6mV09eNXqb+1r2v8JY0dX+v6qJDc+dbVXrVobmTVr4oWHJg6t+Do+qDJ/zoxKq2r5P/vAgjvtc5ChN96UyABTJ42rtIJxMnUULm7XMXEyTPtTd8stbUb66pv4fiizjR8zyuy4Y8UAdyb7kun+JlOFoxOlqfjjd+TwYaZ+/cxu462OkE4mLV0Wr6x1XFvVrWe3/emy2QWNTbNm8YafX/J+bbNVPXtV0qpvNRkrHn6adDXo6gGVGlLJecH9bnIYK60F5QXFkQollxYVR5vGOgb+dOgaDEHpuphxrHykhoLjwuybVRW330pVhoQN76pEKddEE61V4Wdajibz/35yHneUZlq1aW/jtUPbi81xfzzW9O0/wOwdS+u9e12e8fFqMrgacYpfUZgHxYHS0PQpE2PvW/8K0CjhlS59ZFIWp3uPP4xEZbTKUf/vaNBxyNCbvb+MqVtnS1N7443NmrXfJ8pcHfvEcWMqxUOUOG7TvqPtMA7o18cc6XWygmhg4qKL25nDDj7A9O7dy6yM5UXVOaeedIIt0xRuO++0gxl2wxD7/tticfnqa6/HyrybKg0wJ3O/f/f8uTavB0kOl9122cmMu22091dm1CB/9fU3bWPw1ltuNrViDay5t88zDzz0qPeO+Kpp06fE4z9ZJvuZ7K233zb9Bw5O+b3+8iZV3gqiMnLpsviqaDJnzu322ER5p1fPSyqVjXtneII435QHog6YqMOpq+mbNznfNDrtz7acOfjAA0KVbfkS9ThdWkvX1tRdE9p1jHe4Zk6dZJZ8tMR27q8dNNDeScEJk8bSfSafbSkZcPWgxAU6yme//PKzmTNjWmIfXB2RLmzSvUdxo46Yu8uGuDrCX8ecf+45plXLFna7Kv7jzVRVbXo/Tdxo2qK191dqyvuabKVVWcOkP1d/KdzVZtH3Jbf9JFU9k67+y3c/KN17wrYp01GctGjdNpFekuk3NPig+j6ovgpb16eTLt9GzTdR00Zy21rtH/Efq2sb3TZy+HpthuTw0ufbtW6ViGt/Hsw072oA6IJmF9k4/OvZZ5i2barOY/Kf/7xn+vQbYLcnjx+TSDPpwl9pUAO67hiD0qBcM7CfOfyww7y/4lRmaRBMg4aSKuxvuG5QpbJfwpT/fq4NI5pYP+Ta+HYQDSp26NytUhtX4xDJaXryhLFm01jeSBY1jaSilca6dK+4vWUyjWOsjLVvlQ40yNnzkh7ef7Kry/LRB9Q4QJv2nRLHLfpeF+9KR7Vj/SCd1ArKe5mUnZoQ0rJNB7tdVRxL2OOMWo6nErUsTidquRcl70qqvp2/TZAqL1T1nqrK1HR0IZ/oN8ZPmJQYw9uqnuqs2+wAttSuXds+55s/Dev22/0CLkxQ/J3f9CK7na4erKrMzKYuykcb2dXTEpSe9NqUieMDJ2pEHU+K8vlM87YuXHd3DxDlPf+4s8YZ3LhoNv2TqOVPlDasVNW3EaW9MGP5UdoXVVE76dwL4hcFVTVGrws8dHeIthe3sBMw74mll7tij+E3DrVjQgo/nbBV++yTTz81N3h3Q5kcS6+pVnQrhfGfZFWN7Yg/n1Y1vubnL7ezqQeTZVrG5LOO8Y9TiNLzccccHVhXBomS59KNi4ZtZ7hjde0Bl8/8+VNSfW/UNnKq/c5FnVNV+ZSvMiaf6S+dQtTj+egTJO93NmMHUca/kvtn7nfdsajd4T4fFBdR+3dh68aoYx8KM/850aA8nyrP5mPsSaoqV6PmnSh9ZlGYVXW+K53kfJMs3Xn1TOJb8hE3xSwzooRZJvstUcoPTXZyC75I0HGpbT8uFt6u/+hE6atKJu2QqHVzKoXsK4dtc4r/s0FpINM0EsRf1qRrc2XSLkvXrotSx/g/G6bfn+7zLmxVnojyiUv/mcxtKEY7w8WFykV9h/Y9m7EviTJeUOx+SZTyKpVM6qZ074k6BuEUYt5dVaqKg1zUpWHbjOlE6QeFjb9ClZ9R6vd00u1X2PSlMCnWOdio4xo6r6O5LG7+rKh8ccer3/059p5sz+tEnTda1RhAlH5BLsrt5Po9qA5NVZ/ko47MVkmvTO8o8KZPHm8LI1HCcYlHr+l/qU4QKOC0muSRDSsKvuTPnntOfFWjbN1y8zBzzpkVV/U77nuHepMP5e13gm8bUhUluLkzp9uJjqKCQPuvykK/q99XAy3TysJ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    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![image.png](attachment:image.png)"
   ]
  },
  {
   "attachments": {
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    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![image.png](attachment:image.png)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[3, 5]\n"
     ]
    }
   ],
   "source": [
    "import math\n",
    "\n",
    "no_elements = int(input())\n",
    "sequence = []\n",
    "\n",
    "for i in range(no_elements):\n",
    "    value = input().split(\",\")\n",
    "    value = [int(val) for val in value]\n",
    "    sequence.append(value)\n",
    "\n",
    "point = input().split(\",\")\n",
    "point = [int(val) for val in point]\n",
    "print(point)\n",
    "\n",
    "min_dis = float('inf')\n",
    "nearest_coordinates = []\n",
    "\n",
    "for i in range(len(sequence)):\n",
    "    distance = math.sqrt(((point[0] - sequence[i][0])**2) + ((point[1] - sequence[i][1])**2))\n",
    "    if distance < min_dis:\n",
    "        min_dis = distance\n",
    "        nearest_coordinates = [sequence[i]]\n",
    "    elif distance == min_dis:\n",
    "        nearest_coordinates.append(sequence[i])\n",
    "\n",
    "for i in range(len(nearest_coordinates)):\n",
    "    print(nearest_coordinates[i])\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[7, 8, 10, 18, 47, 90]\n"
     ]
    }
   ],
   "source": [
    "L = [90, 47, 8, 18, 10, 7]\n",
    "S = [L[0]]\t# list containing just one element\n",
    "for i in range(1, len(L)):\n",
    "    flag = True\n",
    "    for j in range(len(S)):\n",
    "        if L[i] < S[j]:\n",
    "            before_j = S[: j]\t# elements in S before index j\n",
    "            new_j = [L[i]]\t\t# list containing just one element\n",
    "            after_j = S[j: ]\t# elements in S starting from index j\n",
    "            # what is the size of S now?\n",
    "            S = before_j + new_j + after_j\n",
    "            # what is the size of S now?\n",
    "            flag = False\n",
    "            break\n",
    "    if flag:\n",
    "        S.append(L[i])\n",
    "print(S)"
   ]
  },
  {
   "attachments": {
    "image.png": {
     "image/png": 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    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![image.png](attachment:image.png)"
   ]
  },
  {
   "attachments": {
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    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![image.png](attachment:image.png)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "325\n"
     ]
    }
   ],
   "source": [
    "def solution(marks):\n",
    "    ### Enter your solution below this line\n",
    "    ### Indent your entire code by one unit (4 spaces) to the right\n",
    "    length = len(marks)\n",
    "    for i in range(length):\n",
    "        for j in range(0,length-i-1):\n",
    "            if marks[j] > marks[j+1]:\n",
    "                marks[j],marks[j+1] = marks[j+1],marks[j]\n",
    "    if length % 2 ==0:\n",
    "        median = (marks[length// 2] + marks[(length//2) - 1])//2\n",
    "    else:\n",
    "        median = marks[length// 2]\n",
    "    ### Enter your solution above this line\n",
    "    return median"
   ]
  }
 ],
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